{"id":"W7096248307","doi":"","title":"Removal of Hydrogen Sulphide from Water","year":2016,"lang":"en","type":"article","venue":"","topic":"Sulfur Compounds in Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogen sulphide; Hydrogen; Oxygen; Closed circuit; Groundwater; Hydrogen sulfide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002299823,0.0004232758,0.0003167907,0.0002649252,0.0002971797,0.000395199,0.0005650201,0.0004113719,0.00239033],"category_scores_gemma":[0.000386156,0.0001389226,0.000245809,0.0002008308,0.0002604905,0.0003566176,0.000431248,0.0003119867,0.001237256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158175,"about_ca_system_score_gemma":0.0006759192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283551,"about_ca_topic_score_gemma":0.003350702,"domain_scores_codex":[0.9996785,0.00002477929,0.00001948602,0.00007032462,0.0001777394,0.00002916065],"domain_scores_gemma":[0.999786,0.00003407808,0.00004241199,0.00002292828,0.0000893151,0.00002534173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008350778,0.00003577827,0.0009505209,0.0001338242,0.000006949335,0.00004612749,0.00002596934,0.0001085747,0.9853409,0.00004671228,0.0003018157,0.01291926],"study_design_scores_gemma":[0.00000910997,0.0001943737,0.002369616,0.000008806315,0.00001182926,0.00008310641,0.00001914841,0.001097149,0.9930027,0.00003083624,0.003167544,0.000005762477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475664,0.001234373,0.04323071,0.0003075278,0.0001235263,0.0002974111,0.0006239574,0.001968693,0.004647299],"genre_scores_gemma":[0.9515479,0.0008616429,0.03551513,0.0002300484,0.00003429569,0.0001128494,0.0009537695,0.0001225305,0.01062192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00283551,"threshold_uncertainty_score":0.00799644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094392570490745,"score_gpt":0.232327957693455,"score_spread":0.2213840319885476,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}